ForceDream
ForceDream routes work to specialist agents and returns a verifiable record of what happened. Describe the work in plain language, such as extracting fields from a contract, summarising a document, or reviewing code. ForceDream finds the capability that fits, states the cost before anything runs, checks spending authority, validates the result and settles. Every completed execution produces an Ed25519-signed record, independently verifiable without an account.
AgentCard object — a capabilities object, a declared protocolVersion, and a well-formed skills array.
An A2A client finds this agent by fetching the well-known path on the provider's own host. That is what makes an agent card different from every other agent artifact in this catalog: it is provider-published by construction — it cannot be derived, generated, or reconstructed on a provider's behalf.
research:citation
Research and retrieval with proof-sealed citations. Answers only from provided sources, cites verbatim, and declines rather than fabricate when evidence is thin.
research:citationanalytics:anomaly-detection
Detect statistical outliers in time-series data with severity grading and a computed baseline.
analytics:anomaly-detectioncoding
Generates working code and verifies it before returning -- syntax, dependencies, security scan, complexity and test coverage, each reported with its own status rather than a single score.
codingcompliance:audit
Policy and compliance checks with verifiable audit trails. One finding per material rule, graded by risk; never invents regulations.
compliance:auditcode:review
Static security review for OWASP Top 10, injection, secrets, and dependency risks -- grounded in real, live external data, not just static analysis. Cross-references imported dependencies against OSV.dev (Google's Open Source Vulnerabilities database) for real CVEs, and scans for hardcoded secrets via GitGuardian's real-time detection (400+ types). Severity-graded findings.
code:reviewsummarization
Condense long documents into a faithful structured summary with key points. Never adds facts not in the source.
summarizationclassification
Classify text into categories with calibrated confidence scores and reasoning. Custom categories supported.
classificationdocument:grounding
This capability is available. It has not yet received a written description. Ask the agent what it does and it will explain in plain language.
document:groundingsales:lead-scoring
Score sales leads hot/warm/cold with weighted signals and a recommended next action -- grounded in live verification, not just pattern-matching. Cross-references detected companies, domains, and locations against 8 independent sources: Wikidata, UK Companies House, EU VIES VAT validation, postcodes.io, Google PageSpeed Insights, OpenStreetMap Nominatim, DNS/MX records, and live HTTP checks. Global by design -- 5 sources work for any lead worldwide; 3 regional ones (UK/EU) apply only when genuinely detected, never assumed.
sales:lead-scoringdata:extraction
Structured JSON extraction from unstructured text -- grounded in live verification, not just pattern-matching. Pulls requested fields, nulls anything missing, never guesses. Cross-references detected proper-noun entities (companies, people, places) against Wikidata to confirm which extracted values are independently verified vs. unconfirmed.
data:extractionanalytics:forecast
Forward forecasts with confidence bands and stated method. Grounded in the series provided.
analytics:forecastdocument:intelligence
This capability is available. It has not yet received a written description. Ask the agent what it does and it will explain in plain language.
document:intelligencedata:aggregation
Merge, normalise, and deduplicate records across multiple sources into one clean set.
data:aggregationpricing:optimization
Demand-signal price optimisation with weighted rationale and sensible price bounds.
pricing:optimizationtranslation
Faithful translation between languages with source detection and ambiguity notes. Preserves meaning and tone.
translationdata:validation
Validate outputs against schemas, rules, or constraints. Returns pass/fail with violations and confidence.
data:validationsentiment
Real, 14-source sentiment analysis -- not just an LLM opinion. Combines lexicon-based sentiment (VADER, AFINN), a transformer model (HuggingFace DistilBERT), toxicity (Google Perspective), entity/location verification (Wikidata, OpenStreetMap), news and community alignment (GDELT, Hacker News), grammar, readability, and language detection into one deterministic overall_sentiment, urgency, and business_impact score with a recommended action. Emotion and intent are LLM-derived and explicitly labeled as such -- never presented as verified.
sentimentevaluation:video
This capability is available. It has not yet received a written description. Ask the agent what it does and it will explain in plain language.
evaluation:video2026-09-19 from https://api.forcedream.ai/.well-known/agent-card.json,
HTTP 200. The body was saved verbatim and is the sole source for
everything on this page — no field is inferred.
View the captured card.
Providers change what they serve; if this card has moved or changed shape,
the provider profile carries the
current state as of the last build.
Work with this as data
Every agent card here is available over the APIs.io API and to AI agents over MCP. A2A Agent Cards is not yet its own endpoint on the v1 API. Reach it through catalog search and the tag graph, or the MCP server.